Learning from Structured Data


A suite of tools for structured data analytics from NUS DB System Research Group focusing on:

  • Structured Data Regularization
  • Dynamic NAS for Structured Data
  • Structured Data Modeling and Interpretation

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Learning from Structured Data

Features

✨ Easy-to-use, fast and accurate modeling of structured data

Relational database

The standard for storing and querying structured data

Interpretability

Supporting feature attribution and interpretable prediction

Advanced Analytics

Advanced analytics for extracting insights from structured data

Explore Our Projects

📚 More projects to come, stay tuned!

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ARMOR

ARMOR

ARMOR is a lightweight framework tailored for structured data (or relational data, tabular data) analytics. Applications include recommendation, CRT prediction, healthcare analytics, and etc.

Meet the Team

Professors

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OOI Beng Chin

Lee Kong Chian Centennial Professor, Computer Science, School of Computing

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GANG Chen

Professor, Dean of computer college, Zhejiang University

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H. V. Jagadish

Bernard A Galler Collegiate Professor of Elec. Engg. and Computer Science. University of Michigan

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ZHANG Meihui

Professor, School of Computer Science & Technology, Beijing Institute of Technology

Researchers

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ZHENG Kaiping

Research Fellow in the Database System Research Group at NUS

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LUO Zhaojing

Research Fellow in the Database System Research Group at NUS

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CAI Shaofeng

PhD Student, School of Computing, NUS